Hyeon-Min Choi (Incheon National University), Jae-Hyeon Park (Incheon National University), Eun-Kyu Lee (Incheon National University)

Low Earth Orbit (LEO) satellite networks (LSNs) offer global low-latency backhaul, but are vulnerable to link flooding attacks (LFAs) because ISL/GSL capacities are limited and shortest-path routing is predictable. We propose Probabilistic Chunk-Dispersed Routing (PCDR), in which the source ground station probabilistically fragments each packet payload into n chunks and source-routes them in parallel over distinct paths sampled from the ECMP shortest-path set. In our SKYFALL-based simulations on a Starlink shell-1 topology under the SKYFALL and ICARUS attack models, PCDR reduces the coefficient of variation (CV) of ISL utilization and lowers the total loss over 100 s by about 17% (vs. shortest-path routing). Under the SKYFALL attack model, reaching a throughput degradation target of 0.4 requires about 55% more bots and about 57% more compromised regional blocks.

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Chasing Shadows: Pitfalls in LLM Security Research

Jonathan Evertz (CISPA Helmholtz Center for Information Security), Niklas Risse (Max Planck Institute for Security and Privacy), Nicolai Neuer (Karlsruhe Institute of Technology), Andreas Müller (Ruhr University Bochum), Philipp Normann (TU Wien), Gaetano Sapia (Max Planck Institute for Security and Privacy), Srishti Gupta (Sapienza University of Rome), David Pape (CISPA Helmholtz Center for Information Security),…

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The Case for LLM-Enhanced Backward Tracking

Jiahui Wang (Zhejiang University, Hangzhou, China), Xiangmin Shen (Hofstra University, Hempstead, NY, USA), Zhengkai Wang (Zhejiang University, Hangzhou, China), Zhenyuan Li (Zhejiang University, Hangzhou, China)

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